Something changed in 2026 that most Malaysian business owners have not been told about. Getting cited in AI Overviews stopped being a guessing game, because Google published an official guide describing how to optimise for its generative AI features, and a large part of that guide is a list of things you can stop doing.
That matters commercially. Over the past two years a whole category of services grew up around AI Overviews, sold on the premise that the rules were secret and that a specialist held the key. Google has now written the rules down, and several of the most heavily marketed tactics appear in its own mythbusting section.
There is also a new switch. A Search Console setting decides whether your site is eligible for these features at all, and a site can be excluded without anybody noticing, because the setting inherits down from a parent property. This piece works through the eligibility chain in order, so you can tell which part of it you are actually stuck at before anyone quotes you for a fix. The video below is Google’s own team explaining how AI features and your site fit together.
Google on AI Features in Search and Your Website
Source video: “AI features in Search & your site, Search Console, SEO community insights (Q2 ’25)” on the Google Search Central channel
PART 1 · DIAGNOSE
What Actually Decides Whether Your Brand Gets Cited
IN BRIEFAI Overviews are not a separate search engine with separate rules. Google describes them as rooted in its core Search ranking and quality systems, pulling pages from the same index. So the work that earns a citation is the work that earns a ranking, which is why this sits inside ordinary SEO services rather than beside them.
Two mechanisms do the pulling, and both are named in Google’s documentation. Retrieval-augmented generation, also called grounding, uses the core ranking systems to fetch relevant pages from the index. The response is then built from what those pages say, with clickable links back to the sources it leaned on. Query fan-out means the model quietly asks several related questions alongside the one typed.
That second mechanism explains why citation feels unpredictable. Someone searches for one thing, Google researches five, and your page competes for whichever sub-question it answers best. You are not trying to rank for a query any more. You are trying to be the clearest available answer to a family of them.
DECISION BOX · SOMEONE IS SELLING YOU AN “AI OVERVIEWS PACKAGE”
| What is being offered | Buy it when | Decline it when |
|---|---|---|
| A settings and eligibility check | Always, it is an hour of work | It is priced as a monthly retainer |
| Technical SEO repair | Pages are unindexed or snippet-blocked | Your pages already rank on page one |
| Content rewriting for depth | Your pages restate common knowledge | It is volume, not depth, being sold |
| An llms.txt file or AI markup | Never, for Google Search purposes | Google states it ignores these files |
| Paid “brand mentions” placement | Never | Google names inauthentic mentions as unhelpful |
Verdict: Only the first three rows are worth money, and the first one is worth doing this week whoever does it. If a proposal is built mainly on rows four and five, it was written for a market that reads headlines rather than documentation.
BENCHMARK BRIEFING 1 OF 4
The Five Gates a Page Passes Before It Can Be Cited
IN BRIEFEligibility is a chain, and a chain fails at its weakest link rather than everywhere at once. Four of the five gates below are technical or administrative, and each one is checkable today. Working through them in order is the same discipline as a proper SEO audit checklist, cheapest test first.
| Gate | Requirement | How it commonly fails | Where to check |
|---|---|---|---|
| 1. Crawlable | Content publicly accessible to Google | robots.txt rules, login walls, blocked scripts | robots.txt report |
| 2. Indexed | Page stored in the Search index | noindex left from development, thin pages | URL Inspection tool |
| 3. Snippet-eligible | Page can be shown with a snippet | nosnippet or data-nosnippet tags | Page source, robots meta tags |
| 4. Included by control | Site set to be included in generative AI features | Exclusion set, or inherited from a parent property | Search Console settings |
| 5. Selected by grounding | Content chosen to support the response | Commodity content that adds nothing new | Generative AI performance report |
Aggregated by IZI Digital Marketing from Google Search Central’s guide to optimising for generative AI features, its Search technical requirements, and Search Console Help’s Search generative AI control documentation, 2026. The failure and ownership columns are an illustrative assessment by IZI Digital Marketing.
Gate four is the newest and the least understood, so it gets its own section below. Gate five is the only one money and craft can genuinely move, everything above it is a pass or fail.
PART 2 · DIAGNOSE
The Setting That Can Remove You Completely
IN BRIEFSearch Console now carries a Search generative AI control deciding whether your site appears in AI Overviews, AI Mode and generative features in Discover. Inclusion is the default, exclusion means no impressions and no traffic from those surfaces, and the value can be inherited from a parent property. Verify it alongside your other technical SEO basics.
Google documents the control clearly. It is rolling out to a subset of site owners first, and states it will be taken into account in Google Search from 17 June 2026. Three choices exist: include, exclude, or inherit from the parent property.
Inheritance is where the risk sits for anyone running more than one property. A property follows its closest parent that has stopped inheriting, so a domain-level decision made once, perhaps years from now by a developer, silently governs every subdomain and folder property beneath it. Nobody receives a warning that citations have stopped.
- Exclusion is not a ranking penalty. Google states the control is not used as a ranking or inclusion signal elsewhere in Search, so ordinary blue-link results are unaffected.
- It is not the same as blocking AI training. That is a separate crawler control, Google-Extended, and confusing the two is easy.
- It is not noindex. Blocking your content from Search entirely is a different, much larger decision.
- Changes take a few days. Content is generally excluded within one to two days of the change going live, with some taking longer through caching.
Not sure what your Search Console settings are currently saying?
A settings review takes an hour and changes what any later proposal should cost. See how the IZI Blueprint diagnosis works
BENCHMARK BRIEFING 2 OF 4
Popular AEO Tactics Against What Google Actually Published
IN BRIEFGoogle’s guide includes a mythbusting section naming tactics you can ignore for Search. Reading it beside a typical proposal is a fast way to price the proposal honestly. None of this makes answer engine optimisation pointless, it just relocates the value away from the gimmicks.
| Tactic sold | Google’s published position | Better use of the money |
|---|---|---|
| Adding an llms.txt file | Google Search ignores it; neither helps nor harms | Fixing indexing on pages that matter |
| Chunking content into fragments | Not required; systems handle multiple topics per page | Structure written for human readers |
| Rewriting pages in “AI-friendly” phrasing | Unnecessary; systems understand synonyms and meaning | Adding first-hand expertise |
| Buying brand mentions across the web | Inauthentic mentions are not as helpful as they seem | Work that earns genuine coverage |
| Extra schema markup for AI | Not required; no special markup exists for this | Standard schema for rich results |
| A page per fan-out query variation | Risks breaching the scaled content abuse policy | Fewer, deeper pages |
Aggregated by IZI Digital Marketing from the mythbusting section of Google Search Central’s generative AI optimisation guide and its spam policies, 2026. The third column is an illustrative recommendation by IZI Digital Marketing.
PART 3 · DESIGN
Non-Commodity Content Is the Whole Strategy
IN BRIEFGoogle’s guide says the single biggest influence on visibility in generative AI search is content people find unique, compelling and useful. It draws a hard line between commodity content, which restates common knowledge, and non-commodity content built on real experience. That line decides what your on-page work should even be aiming at.
The examples in Google’s documentation are unusually blunt. A piece titled “7 Tips for First-Time Homebuyers” is offered as commodity content, accurate, useful-sounding, and produceable by anyone or anything. Against it sits “Why We Waived the Inspection & Saved Money: A Look Inside the Sewer Line”, which could only be written by someone who lived it.
Apply that test to a Malaysian business and the implications are uncomfortable, because most service-page content sits firmly in the first category. Here is what moves a page into the second:
- Numbers only you hold. Your own quoted-to-closed ratio, your own lead times, your own seasonal pattern, anonymised, but real.
- Decisions you got wrong. A supplier switch that failed, a service you stopped offering. Nobody else can copy the specifics.
- Local conditions nobody documents. How the monsoon shifts your installation calendar, how Malaysian payment terms shape your quoting.
- Honest trade-offs. Where your product is the wrong choice, and what to buy instead. This is rare enough to be distinctive on its own.
BENCHMARK BRIEFING 3 OF 4
A Realistic 90-Day Citation Readiness Plan
IN BRIEFThe administrative gates clear in days. The content gate clears in months, because it depends on the same indexing and ranking cycle as everything else, which is the argument made at length in our piece on how long SEO takes to show results. Sequence the work so the free wins land first.
| Period | Work | Cost profile | Evidence by the end |
|---|---|---|---|
| Week 1 | Verify property, check the generative AI control and inheritance | Free, one to two hours | A written record of the current setting |
| Weeks 2–3 | Clear indexing and snippet blocks on the ten pages that matter | Low, usually developer hours | Ten pages indexed and snippet-eligible |
| Weeks 4–8 | Rewrite three commodity pages using first-hand material | The main cost of the quarter | Three pages nobody else could have written |
| Weeks 9–12 | Read the generative AI performance report, change nothing else | Free, analysis time only | A baseline you can judge later work against |
Illustrative model by IZI Digital Marketing, built on Google’s documented eligibility requirements in its generative AI optimisation guide and on Search Console’s generative AI performance reporting. Not measured results; competitive sectors take longer.
PART 4 · DRIVE
Measuring Citations Without Buying a Tool
IN BRIEFSearch Console now reports performance in generative AI features directly, and Google warns openly against tools claiming access to internal ranking or AI systems. Free first-party data beats paid estimates, a point worth raising with any SEO company proposing a dashboard subscription.
What to watch, and in what order:
- Impressions in generative AI features, as a trend. The absolute number means little on its own; the direction over eight weeks means a great deal.
- Which pages carry them. Usually a small handful, and rarely the ones the business expected. That surprise is the finding.
- Clicks against impressions. Appearing without click-through tells you the answer was complete without you, a content-depth signal, not a technical one.
- Enquiry quality, not just volume. Readers arriving from an AI answer have often already been briefed. Ask your sales team whether calls are starting further along.
Google’s own advice on third-party tools is worth repeating to anyone selling you one: no external tool has access to its internal ranking or AI systems, so treat every “AI visibility score” as an estimate built on sampling, not a reading.
Want a second opinion before you sign an AI visibility retainer?
We will read the proposal against Google’s published guidance with you, line by line. Explore our consulting-led services
BENCHMARK BRIEFING 4 OF 4
Where a Fixed AI Visibility Budget Should Actually Go
IN BRIEFMost businesses approach this with a fixed sum and no framework for splitting it. The allocation below follows the eligibility chain: clear the gates first, then spend the remainder on the only gate that rewards spending. The reasoning behind it runs through everything on the IZI homepage.
| Approach | Eligibility work | Content depth | Tools and reporting | Likely outcome |
|---|---|---|---|---|
| Tool-led | 10% | 30% | 60% | Detailed reporting on a site still failing a gate |
| Volume-led | 10% | 80%, spread thin | 10% | Many commodity pages, spam-policy exposure |
| Technical-only | 80% | 10% | 10% | Eligible, but never selected |
| Gate-ordered | 25%, front-loaded | 65% | 10% | Eligible early, then competitive on merit |
Illustrative model by IZI Digital Marketing, built on the eligibility requirements and content guidance published in Google Search Central’s generative AI optimisation guide and its guidance on creating helpful, reliable, people-first content. Percentages are a planning illustration, not measured results.
THE VERDICT
What We Would Do in Your Position
Spend the first week on settings and the rest of the quarter on substance. Open Search Console, find the generative AI control, note whether it is set directly or inherited, and write the answer down where the next person will find it. That is the whole of the administrative work, and it is free.
Then pick three pages that sit closest to a sale and make each of them impossible for a stranger to have written. Real numbers, real decisions, real trade-offs, including the ones that do not flatter you. That is what the grounding systems are choosing between, and it is the part no tool can shortcut.
Treat anyone selling this as a separate discipline with polite scepticism. Google’s position is that optimising for its generative AI features is still SEO, which is exactly how we approach it inside our SEO services, diagnose the gate you are stuck at, then fix that one.
FAQ
Common Questions About Getting Cited in AI Overviews
1. How do I get my brand cited in AI Overviews?
Make the page eligible, then make it worth quoting. It depends where you are stuck: eligibility means indexed, snippet-eligible and included under the Search generative AI control, while being chosen depends on whether your content says something the other results do not. There is no separate optimisation beyond that.
2. Do I need an llms.txt file to appear in AI Overviews?
No. Google states its Search systems ignore llms.txt and similar files, so adding one neither helps nor harms your visibility there. It depends on your wider setup whether the file is useful for other services, but for Google Search it does nothing at all.
3. Can my site be blocked from AI Overviews without me knowing?
Yes, and this is worth checking today. Search Console’s generative AI control can be set to exclude, and a property inherits the value of its closest configured parent, so a decision made once at domain level quietly governs everything beneath it. Inclusion is the default, but defaults get changed.
4. Is AEO or GEO different from SEO?
Not from Google’s point of view. It states that optimising for generative AI search is optimising for the search experience, and therefore still SEO. It depends who is using the terms, as a description of intent they are harmless, but as a justification for a separate budget they rarely survive scrutiny.
5. How do I measure whether I am being cited?
Use the generative AI performance report in Search Console, which shows how your content performs in these features. It depends on having the property verified first. Be careful with third-party visibility scores, Google notes that no external tool has access to its internal ranking or AI systems.
Want to know which gate your site is failing before anyone quotes you for AI visibility?
Book a free Blueprint consultation. We will walk the eligibility chain with you, name the gate, and tell you plainly when the fix is a settings change rather than a project, even when that is the smaller sale.